Intelligent Optimization Strategies in Uncertain and Dynamic Environments
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Offline Performance Evolution
A memetic algorithm with adaptive hill climbing strategy for dynamic optimization problems
Dynamism
Dynamism in the Objective Function
Methods
Genetic Algorithms (GA)
Applications
Dynamic Deceptive Functions
Dynamic Onemax Function
Dynamic Plateau Function
Dynamic Royal Road Function
Synthetic Dynamic Problems
Measures
Offline Performance Evolution
Student's t-test
[Wang2009]
A memetic algorithm with adaptive hill climbing strategy for dynamic optimization problems
,
Wang, Hongfeng
,
Wang Dingwei
, and
Yang Shengxiang
, Soft Computing - A Fusion of Foundations, Methodologies and Applications, Volume 13, Number 8-9, p.763-780, (2009)
The Memory Indexing Evolutionary Algorithm for Dynamic Environments
Dynamism
Dynamism in the Restrictions
Methods
Evolutionary Algorithms
Models
Explicit Memory Schemes
Applications
Dynamic Knapsack Problem
Measures
Offline Performance Evolution
Student's t-test
[Karaman2005]
The Memory Indexing Evolutionary Algorithm for Dynamic Environments
,
Karaman, Aydin
,
Uyar Sima
, and
Eryigit Gülsen
, Applications on Evolutionary Computing, Volume 3449, p.563-573, (2005)
A Generalized Approach to Construct Benchmark Problems for Dynamic Optimization
Dynamism
Dynamism in the Objective Function
Methods
Evolutionary Programming
Particle Swarm Optimization (PSO)
Applications
Dynamic Problem Generator
Synthetic Dynamic Problems
Measures
Offline Performance
Offline Performance Evolution
[Li2008]
A Generalized Approach to Construct Benchmark Problems for Dynamic Optimization
,
Li, Changhe
, and
Yang Shengxiang
, Simulated Evolution and Learning, Volume 5361, p.391-400, (2008)
A Multi-Population Approach to Dynamic Optimization Problems
Dynamism
Dynamism in the Objective Function
Methods
Self Organizing Scouts (SOS)
Applications
Moving Peaks Benchmark (MPB)
Synthetic Dynamic Problems
Measures
Offline Performance Evolution
[Branke2000]
A Multi-Population Approach to Dynamic Optimization Problems
,
Branke, J.
,
Kaubler T.
,
Schmidt C.
, and
Schmeck H.
, Adaptive Computing in Design and Manufacture, p.299-308, (2000)
Memory Enhanced Evolutionary Algorithms for Changing Optimization Problems
Dynamism
Dynamism in the Objective Function
Methods
Evolutionary Algorithms
Applications
Synthetic Dynamic Problems
Measures
Offline Performance Evolution
[Branke1999]
Memory Enhanced Evolutionary Algorithms for Changing Optimization Problems
,
Branke, Jürgen
, Proceedings of the Congress on Evolutionary Computation, 6-9, Volume 3, Mayflower Hotel, Washington D.C., USA, p.1875-1882, (1999)
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Categories
Dynamism
Dynamism in the Objective Function (131)
Chaotic Fitness Landscapes (1)
Dynamism in the Restrictions (19)
Uncertainty
Uncertainty in the Objective Function (19)
Uncertainty in the Restrictions (10)
Methods
Adaptive Business Intelligence (1)
Ant Colony Optimization (ACO) (5)
Bayesian Optimization Algorithms (1)
Collaborative Evolutionary Swarm Optimization (CESO) (2)
Cooperative Strategies (5)
Centralised Cooperative System (2)
Multiagent Decentralised Strategy (1)
Cultural Algorithms (3)
Dijkstra's Shortest Path Algorithm (1)
Estimation-of-Distribution Algorithm (EDA) (5)
Univariate Marginal Distribution Algorithm (UMDA) (3)
Evolution Strategies (11)
Covariance Matrix Adaptation Evolution Strategy (CMA-ES) (3)
Differential Evolution (DE) (1)
Self-Adaptation Evolution Strategies (SA-ES) (1)
Evolutionary Algorithms (42)
Elastic Net Method (1)
Hierarchical Evolutionary Algorithms (1)
Population Based Incremental Learning (PBIL) algorithms (3)
Evolutionary Programming (2)
Evolutionary Swarm Cooperative Algorithm (ESCA) (1)
Genetic Algorithms (GA) (53)
Compact Genetic Algorithm (CGA) (1)
Evolvable Agent Model (EvAg) (1)
Hybrid Inmigrants Genetic Algorithm (HIGA) (1)
Memory Enhanced Genetic Algorithms (MEGA) (1)
NSGA-II (5)
Random Inmigrants Genetic Algorithms (RIGA) (9)
Standard Crowding Genetic Algorithm (1)
Structured Genetic Algorithm (sGA) (1)
Genetic Programming (1)
Genetics-Based Learning Classifier System (GBLCS) (1)
XCS (1)
Immune-based Algorithms (IBAs) (6)
Interval Arithmetic (1)
Memetic Algorithms (3)
Mixed Integer Linear Programming (MILP) (1)
Multi-Phase Multi-Individual Extremal Optimization (MMEO) Algorithm (1)
Neural Networks (2)
Orthogonal Dynamic Hill Climbing (ODHC) (1)
Parameter Auto-Adjustment (2)
Particle Swarm Optimization (PSO) (28)
Fuzzy PSO (1)
Hybrid PSO (2)
Prim's Minimum Spanning Tree (MST) Algorithm (1)
Reinforcement Learning Agents (1)
Reinforcement Learning Algorithm (2)
Self Organizing Scouts (SOS) (6)
Simulated Annealing (SA) (2)
Simulation Framework (1)
Stochastic Diffusion Search (1)
Tabu Search (2)
Variable Neighborhood Search (VNS) (1)
Widrow-Hoff Learning Technique (1)
Models
Abstract Memory Scheme (1)
Adaptive (1)
Self-Adaptive (1)
Adaptive Business Intelligence (1)
Combinatorial Optimization (2)
Data Mining (1)
Explicit Memory Schemes (7)
Associative Memory Scheme (3)
Direct Memory Scheme (1)
Fuzzy Linear Programming (FLP) (1)
Kalman Filters (1)
Multi-Objective Optimization (13)
Quadratic Modelling (1)
Self Organized Criticality (SOC) (3)
Surrogate Modeling (1)
Time-Linkage (2)
Applications
Aerospace Design (1)
Car Distribution System (1)
Decision Support Systems (DSS) (1)
DF1 Generator (cones) (6)
Dynamic Grid-World Problem (1)
Dynamic Knapsack Problem (15)
Dynamic Problem Generator (11)
Dynamic Scheduling (4)
Dynamic Subset Sum Problem (1)
Dynamic Travelling Salesman Problem (2)
Dynamic Vehicle Routing Problem (DVRP) (4)
Evolutionary Robotics (1)
Financial Optimization Problems (2)
Layout Synthesis of MEMS (1)
Modelling of ship trajectory (1)
Nk Landscape Problem (2)
Path Planning (2)
Pollution Control (1)
Pose Problem (1)
Real-6-Multiplexer Problem (1)
Rober Problem (1)
Robust Design (9)
Salting Route Optimization (1)
Shortest Path Routing Problems (1)
Structural Optimization (1)
Synthetic Dynamic Problems (87)
Dynamic Ackley Function (2)
Dynamic Bit-Matching (3)
Dynamic Deceptive Functions (10)
Dynamic Onemax Function (10)
Dynamic Plateau Function (3)
Dynamic Quadratic Function (1)
Dynamic Rastrigin Function (8)
Dynamic Royal Road Function (10)
Dynamic Scaling Problems (1)
Dynamic Schaffer's Function (1)
Dynamic Sphere (7)
Griewank Function (4)
Moving Parabola (7)
Moving Peaks Benchmark (MPB) (33)
Rosenbrock Function (4)
Shaky Ladder Hyperplane-Defined Functions (SL-HDF) (2)
Simple Test Case Generator (STCG) (1)
Time-Linkage Numerical Problems (2)
Trap Function based Synthetic Problems (2)
XOR-based Synthetic Dynamic Problems (4)
Synthetic Problems (6)
Varied-Line-Spacing Holographic Grating (VLSHG) (1)
Wireless Sensor Networks (1)
Measures
Accuracy (2)
ANOVA Test (2)
Average Best Function Value (ABFV) (5)
Average Error (1)
Average Fitness (2)
Average Fitness Evolution (6)
Average Generation Error (AGEr) (3)
Average Iterations Required to Track Changes (1)
Best Fitness (16)
Best Fitness Evolution (12)
Best-of-Generation Evolution (24)
Collective Mean Fitness (CMF) (5)
Convergence (1)
Cumulative Fitness (3)
Distance to Known Best (7)
Diversity (8)
ES Tracking Performance (1)
Mean Fitness Error (MFE) (5)
Median Fitness Evolution (1)
Offline Error Evolution (3)
Offline Performance (14)
Offline Performance Evolution (5)
Other measures (1)
Overall Offline Performance (1)
Pareto Optimality (6)
Success Counting (SCC) (1)
Problem Specific (10)
Proportion of Runs Succeeded (1)
Reactivity (1)
Recovery (1)
Relative Error (1)
Robustness (7)
Stability (1)
Standard Deviation (2)
Student's t-test (21)
Tahmane Test (2)
Time (1)
Tractability (1)
U Mann-Whitney Non-parametric Test (2)
Wilcoxon's Non-parametric test (1)
Mean Best-of-Generation (12)
Offline Error (17)